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This project examines whether a Taylor-based risk-factor mapping framework can accurately and efficiently estimate Value at Risk for option-heavy portfolios without the high computational cost of full revaluation. The method maps changes in portfolio value to a selected set of market risk factors, including equity spot returns, foreign exchange rates, interest-rate curves, and principal components
